It has been observed that, given an algebraic quantum field theory (AQFT) on a manifold M and an open cover \(\{M_\alpha \}\) of M, it is typically not possible to recover the global algebra of observables on M by simply gluing the underlying local algebras subordinate to \(\{M_\alpha \}\) . Instead of gluing local algebras, we introduce a gluing construction for AQFTs subordinate to \(\{M_\alpha \}\) and we show that for simple examples of AQFTs, constructed out of geometric data, gluing the local AQFTs subordinate to \(\{M_\alpha \}\) recovers the global AQFT on M.